{"id":"W7062055980","doi":"","title":"Stochastic simulation of soil water status on reclaimed land in northern Alberta","year":2006,"lang":"en","type":"article","venue":"ScholarsArchive  (Brigham Young University)","topic":"Thermal Analysis in Power Transmission","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Syncrude","keywords":"Soil water; Hydrology (agriculture); Water content; Spatial variability; Pedotransfer function; Sampling (signal processing); Soil test; Vegetation (pathology); Soil map; Surface runoff","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007144513,0.0001654842,0.0002029964,0.0005312237,0.00006480239,0.00001806875,0.0001749639,0.00007245074,0.00005888238],"category_scores_gemma":[0.000008803869,0.0001493897,0.0000840424,0.0002966003,0.00004851645,0.0002380471,0.00002847044,0.0002879116,0.00004266815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001496814,"about_ca_system_score_gemma":0.00001827265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001618071,"about_ca_topic_score_gemma":0.01200478,"domain_scores_codex":[0.9990159,0.00008013346,0.0001904952,0.0002125627,0.0001874521,0.000313431],"domain_scores_gemma":[0.9995366,0.0001171023,0.00003172072,0.0002073871,0.00003961985,0.00006751252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001196988,0.00005425587,0.02910699,0.000019997,0.00003280577,0.00002326474,0.0003559153,0.9569873,0.01240468,0.000140977,0.00000298762,0.0007510985],"study_design_scores_gemma":[0.005146913,0.000221005,0.2599361,0.0004351303,0.0002446869,0.000005019481,0.0001875614,0.6938673,0.03067871,0.002845993,0.005264159,0.001167516],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709038,0.00002192105,0.01335143,0.00001593615,0.0000791351,0.0001225591,0.00001876739,0.00006536514,0.01542112],"genre_scores_gemma":[0.9986595,0.000005739837,0.00009943049,0.000003184432,0.0000220633,3.086359e-7,0.00007187786,0.00002550091,0.001112422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2631201,"threshold_uncertainty_score":0.6698949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004260497604329742,"score_gpt":0.1743477861945949,"score_spread":0.1700872885902651,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}